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validation_log_2026-01-31_19-17-28.csv
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147 lines (147 loc) · 71.4 KB
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Mode,Epoch,Total Loss,Cross Entropy Loss,KL Div,KL Div * Beta,Reg Loss,Reg Loss * Gamma,Delta,Length Pred Acc,Length Loss [mae],Token Pre Acc,Amino Acc,Empty Acc,MAE length,MAE charge,MAE hydrophobicity moment,Interpretability - length,Interpretability - charge,Interpretability - hydrophobicity,Interpretability - mic_e_cola,Interpretability - mic_s_aureus,Interpretability - mean,Corr_score - length,Corr_score - charge,Corr_score - hydrophobicity,Corr_score - mic_e_cola,Corr_score - mic_s_aureus,Corr_score - mean,Modularity - length,Modularity - charge,Modularity - hydrophobicity,Modularity - mic_e_cola,Modularity - mic_s_aureus,Modularity - mean,MIG - length,MIG - charge,MIG - hydrophobicity moment,MIG - mic_e_cola,MIG - mic_s_aureus,MIG - mean,SAP_score - length,SAP_score - charge,SAP_score - hydrophobicity,SAP_score - mic_e_cola,SAP_score - mic_s_aureus,SAP_score - mean
train,2400,11.215886442991913,3.2528255475208603,0.2226517970772222,0.006681112474896209,0.26767560839653015,1.6060556173324585,1.0,0.015283748507499695,0.9760793999268204,0.02474387120380534,0.9278464779701383,0.9272495934239955,0.9992735181369167,0.024057811126112938,0.2441253662109375,0.02794785611331463
test,2400,9.887971857816488,2.452296676900894,0.22526747621738957,0.006759601158855209,0.27836862206459045,1.6702136993408203,1.0,0.014932731166481972,0.996524602158405,0.003475397841595025,0.9495962838659467,0.9494000218837003,0.9999816250780934,0.003475397825241089,0.1709681749343872,0.019383881241083145,0.8765143156051636,0.7792975306510925,0.31831008195877075,0.6580406427383423,0.9703305337450435,0.9480532952174705,0.929719781770091,0.9493678702442017,0.9514321664851426,0.9354007528651334,0.958583287869383,0.38995517443430433,[[0.05732073]],[[0.03660407]],[[0.04776846]],0.047231090031433,0.13865062029452535,0.14156165865557147,0.11717944268505032,0.13246390721171572
train,2420,10.114350684954925,2.358623506034463,0.21905668009518267,0.006627992493222941,0.26909080147743225,1.628001093864441,1.0,0.014510291628539562,0.9871020856201976,0.012943651664837175,0.9463061853468006,0.9462312769080086,0.9994151592548763,0.012897914275527,0.19753055274486542,0.021666748449206352
test,2420,9.815348767004437,2.3252433970834954,0.2270672625284734,0.006870368485642457,0.29134318232536316,1.762628436088562,1.0,0.015345084480941296,0.9985366745930127,0.0014633254069873788,0.9525453815944654,0.9524758975356522,0.9999816250780934,0.0014633254613727331,0.1555582582950592,0.018025897443294525,0.8788274526596069,0.7731737494468689,0.32663530111312866,0.6595455010732015,0.9705415379627089,0.9480255170714896,0.9302333015675236,0.9496001188672407,0.9489224265353651,0.9333591293180338,0.9582077147805013,0.4036754861510798,[[0.05582059]],[[0.03564739]],[[0.04914935]],0.04687244423977097,0.13251579174145955,0.13242074240528534,0.12729361610579268,0.13074338341751254
train,2440,10.1500033760001,2.363997441615284,0.2185372437394411,0.0066669047678969435,0.2720140814781189,1.6592878103256226,1.0,0.015245437622070312,0.9876966703256495,0.01239480424442005,0.945692312387463,0.9455050848698804,0.9995293859629083,0.012349067255854607,0.20589154958724976,0.02180558443069458
test,2440,9.829699500073282,2.365812059859155,0.22166111291774082,0.006762204488725874,0.2761956751346588,1.6847953796386719,1.0,0.015861092135310173,0.9979879275653923,0.002012072434607646,0.9520851063829787,0.9520503811411134,0.9999265003123736,0.0020120723638683558,0.15115328133106232,0.018071264028549194,0.8749218583106995,0.7688471674919128,0.3241835832595825,0.6559842030207316,0.9699604785226199,0.9478732798127902,0.931339566516034,0.949724441617148,0.9516658356434343,0.9361053786002025,0.9616560944851814,0.40351971949911775,[[0.057989]],[[0.03678815]],[[0.05116671]],0.04864795176178394,0.1369428622658424,0.1279293282190832,0.12437248999259853,0.1297482268258414
train,2460,10.148237586762937,2.339823019709554,0.21771823779768093,0.0066963435110754385,0.2681654095649719,1.6492191553115845,1.0,0.01484961248934269,0.98664471276985,0.01340102451518478,0.9465116279069767,0.9462923014490278,0.9995019715529806,0.013401024974882603,0.19904792308807373,0.021914590150117874
test,2460,9.836128522866995,2.347650824156587,0.22211674141975432,0.006831627957091777,0.2839924991130829,1.7465556859970093,1.0,0.015230739489197731,0.9959758551307847,0.004024144869215292,0.9519037832447617,0.9516491799691197,1.0,0.0040241447277367115,0.16821840405464172,0.018654773011803627,0.873636782169342,0.7697300314903259,0.3227689266204834,0.6553785800933838,0.9710601102866744,0.9496296682595791,0.9311818109313172,0.9506238631591902,0.9518761899610106,0.9370521290987821,0.9610767419334308,0.41352679429288114,[[0.05839999]],[[0.03826221]],[[0.05125447]],0.049305557636201085,0.13775140833835886,0.13576817215898762,0.122873374625669,0.13213098504100515
train,2480,10.177544160417877,2.3319110193402612,0.21750585316652088,0.006744182238548998,0.27032846212387085,1.676038384437561,1.0,0.015513792634010315,0.9842663739480424,0.015916575192096598,0.9470296500892708,0.9468049075935887,0.9993877448449486,0.015779362991452217,0.19582125544548035,0.02137230709195137
test,2480,9.841021071322901,2.2821046931446634,0.222874436449128,0.006910645363534468,0.2798949182033539,1.735350489616394,1.0,0.013906339183449745,0.9943296140479239,0.005670385952076093,0.953700775910296,0.9533877183810925,0.9999632501561868,0.005670385900884867,0.15971100330352783,0.018109915778040886,0.8780508637428284,0.7719751596450806,0.32029813528060913,0.6567747195561727,0.9705238696663785,0.9478558128536073,0.9317985648601279,0.9500594157933712,0.9509226117218024,0.9342196534646403,0.9602230139798249,0.4052964665530158,[[0.05623389]],[[0.03475054]],[[0.04989965]],0.04696136004496234,0.13674645435427568,0.13081297034953732,0.12719998668245963,0.13158647046209088
train,2500,10.186662560891111,2.3275299518918797,0.21616628725712786,0.006756682620010139,0.2734149098396301,1.7088450193405151,1.0,0.014738047495484352,0.9860043907793633,0.014087083790706183,0.947042000750831,0.9467560879607734,0.999506540621302,0.014224295504391193,0.19746755063533783,0.021324193105101585
test,2500,9.866910229353751,2.3003047470726345,0.2213148427921042,0.006917610376797452,0.266386479139328,1.6649173498153687,1.0,0.014891891740262508,0.9990854216206329,0.0009145783793671117,0.9536766851473593,0.9536187129952707,1.0,0.0009145783842541277,0.1651178002357483,0.018769269809126854,0.8825736045837402,0.7750282287597656,0.3317776918411255,0.6631265083948771,0.9709866616026861,0.9489087801461639,0.9315788291238927,0.9504914236242475,0.9528723305427704,0.9372987586367467,0.9613747740128823,0.4008185915997463,[[0.05935876]],[[0.03675588]],[[0.05048858]],0.04886774028688532,0.14736277090962036,0.13154849337982655,0.13248566664066466,0.13713231031003717
train,2520,10.20528360849067,2.295511605143765,0.21649890115223566,0.006821198403768316,0.2754952609539032,1.7356220483779907,1.0,0.014708173461258411,0.984540797658251,0.015596414196853274,0.947537721568436,0.9473327698734045,0.9993877448449486,0.01550493948161602,0.19582976400852203,0.021663913503289223
test,2520,9.85954311619255,2.2748255781135676,0.21959882770745567,0.006918867324754651,0.2893298268318176,1.822779893875122,1.0,0.014752141200006008,0.9957929394549113,0.004207060545088714,0.9535836758518375,0.9533634031585474,0.9999632501561868,0.004207060672342777,0.1662185788154602,0.01871488429605961,0.8664581179618835,0.7555071115493774,0.3176833987236023,0.6465495427449545,0.9705409889709427,0.9470126882396261,0.9320222612982219,0.9498586461695968,0.953043739258213,0.9386169982245135,0.9619607820780661,0.4034426787414338,[[0.05858622]],[[0.0378723]],[[0.04999992]],0.048819478697401275,0.12625237126050037,0.12816736841920373,0.12261937135040035,0.12567970367670148
train,2540,10.208348762059972,2.286508833057838,0.21529929157233352,0.0068372219250865725,0.26315513253211975,1.671036958694458,1.0,0.015482333488762379,0.9873765093304061,0.012806439809732895,0.9481858327407674,0.9480009885975645,0.9995019715529806,0.012806439772248268,0.19409765303134918,0.021305479109287262
test,2540,9.915912503971137,2.2712373651532776,0.2209132857224133,0.007015504554861681,0.2775209844112396,1.7622604370117188,1.0,0.014949989505112171,0.9974391805377721,0.002560819462227913,0.9530537553348005,0.9529378867640086,0.9999632501561868,0.002560819499194622,0.16473184525966644,0.018680553883314133,0.8814311623573303,0.7789629697799683,0.3248862028121948,0.6617601116498312,0.9711916723283677,0.9481603400864383,0.9315018710256899,0.9502846278134985,0.9535985288921734,0.9369374503696198,0.9609534511309279,0.39992620786727245,[[0.06117135]],[[0.03659672]],[[0.04975095]],0.04917300861881763,0.1250709774387898,0.1373380414113271,0.12368875432216236,0.1286992577240931
train,2560,10.203322399417166,2.252391124268918,0.21525718788066017,0.006889693761058716,0.27009496092796326,1.7286099195480347,1.0,0.015463622286915779,0.9845865349432857,0.015596414196853274,0.9493182206596841,0.949142147514623,0.9993694685716635,0.015413464978337288,0.19444260001182556,0.02133738249540329
test,2560,9.873930378982434,2.2023739895873824,0.22047005655649093,0.007056541006192295,0.2843693196773529,1.8199657201766968,1.0,0.016028383746743202,0.9979879275653923,0.002012072434607646,0.9569705517593561,0.9568891104275832,0.9999632501561868,0.0020120723638683558,0.15707682073116302,0.01778971031308174,0.8717635869979858,0.7745086550712585,0.3172813057899475,0.6545178492863973,0.9708212427911457,0.9489179803842512,0.9323189035746753,0.9506860422500241,0.953925556089606,0.9369828129986401,0.9617936846745015,0.4000665333039996,[[0.06029166]],[[0.03530055]],[[0.05044935]],0.048680518299926256,0.14114871257036832,0.13989980768787158,0.12006114579194921,0.1337032220167297
train,2580,10.21326945074914,2.2388690427856224,0.21476665905792985,0.006927679798733356,0.26759931445121765,1.7260173559188843,1.0,0.015293167904019356,0.9859586534943285,0.014178558360775704,0.9495503138799962,0.9493740407704958,0.9994197283231976,0.014224295504391193,0.19378416240215302,0.020969074219465256
test,2580,9.849670131921288,2.144469355193662,0.21942288971086818,0.007077874783253292,0.2784101068973541,1.7957470417022705,1.0,0.015630023553967476,0.9974391805377721,0.002560819462227913,0.9569425698269678,0.9567796919261303,1.0,0.002560819499194622,0.15757490694522858,0.017677387222647667,0.8740323185920715,0.7696726322174072,0.3246169090270996,0.6561072866121928,0.9705908861292529,0.9493647898628232,0.931250456120715,0.9504020440375971,0.9532956028071404,0.9385500022431533,0.9621898428466109,0.4095531162652702,[[0.05980444]],[[0.03905903]],[[0.05171557]],0.050193015552973765,0.14327421131709805,0.12882973120371954,0.12464511056569202,0.13224968436216988
train,2600,10.221153538784526,2.2164949374542626,0.2136539455041142,0.006945195393015866,0.28033849596977234,1.8222019672393799,1.0,0.014712107367813587,0.9882455177460666,0.012074643249176729,0.9502687228568552,0.9500697205381144,0.9995659385094785,0.011800219304859638,0.19082894921302795,0.02075602486729622
test,2600,9.886869241098,2.1779648282093125,0.21735092227280586,0.007065372092591534,0.26926088333129883,1.7501976490020752,1.0,0.015211704187095165,0.9985366745930127,0.0014633254069873788,0.9553804816962712,0.9553572514072435,0.9999448752342802,0.0014633254613727331,0.16160251200199127,0.01819741167128086,0.876281201839447,0.7655521035194397,0.3243917226791382,0.6554083426793417,0.9713976497127741,0.9487947882640176,0.9314628424399181,0.9505517601389033,0.9555268015716467,0.9412393262444845,0.9626265491284302,0.4054727314708454,[[0.06449354]],[[0.0414908]],[[0.05221322]],0.05273252206799522,0.13910667185113246,0.13589363082414585,0.12848104726841245,0.1344937833145636
train,2620,10.265012562078649,2.228104466795267,0.21330241096181132,0.006987088417713041,0.26989537477493286,1.767816424369812,1.0,0.015087196603417397,0.9871935601902672,0.012989388949871936,0.9497532676397616,0.9496059340263687,0.9994654190064104,0.012943651527166367,0.19059285521507263,0.020965203642845154
test,2620,10.033806724087812,2.2390599478440243,0.21951857323138046,0.007190709535732693,0.282176673412323,1.8482589721679688,1.0,0.015289819799363613,0.9961587708066582,0.0038412291933418692,0.9546824856559369,0.9548101588999793,0.9997060012494947,0.003841229248791933,0.17204535007476807,0.019171593710780144,0.8712769746780396,0.7633195519447327,0.3201599717140198,0.6515854994455973,0.9707947802971567,0.9484874840647566,0.9319742973884418,0.9504188539167849,0.9538210290301159,0.9378916379825308,0.9617134887344553,0.41949658809135937,[[0.06093973]],[[0.03970572]],[[0.05210398]],0.05091647779138248,0.14586725787704202,0.1319795931934299,0.12685888062297784,0.13490191056448325
train,2640,10.282992216418002,2.2258988738801513,0.21270724351354628,0.007020764174478569,0.2691156566143036,1.7761650085449219,1.0,0.014744299463927746,0.9876051957555799,0.012440541529454811,0.9497404472059546,0.9495754217558591,0.9995019715529806,0.012486279010772705,0.19164489209651947,0.020930681377649307
test,2640,9.934008469938338,2.1407988949320926,0.21871265546046165,0.00721898300498682,0.2705247402191162,1.785465121269226,1.0,0.015556487254798412,0.9963416864825315,0.003658313517468447,0.9575596171853149,0.9573267844333945,1.0,0.003658313537016511,0.1554408222436905,0.01725543476641178,0.8776370882987976,0.773178219795227,0.3222285509109497,0.6576812863349915,0.9718183016001477,0.9492664564066171,0.9320848937856253,0.9510565505974634,0.9545508495001307,0.9387553581119951,0.9616391950647797,0.4072313978181009,[[0.06217291]],[[0.03773585]],[[0.05037437]],0.05009437563488415,0.12945796286917222,0.13443995969482136,0.1269326025113886,0.13027684169179407
train,2660,10.329216758192043,2.2154001961075425,0.21267937933443407,0.007073008997726991,0.263986736536026,1.7555135488510132,1.0,0.015015529468655586,0.9878796194657885,0.01225759238931577,0.9498799107646952,0.9497035732919994,0.999524816894587,0.012211855500936508,0.19201110303401947,0.020709270611405373
test,2660,9.96668201245576,2.1237234419478517,0.21853201311249956,0.0072676481371781385,0.2773961126804352,1.8446861505508423,1.0,0.01577657461166382,0.9976220962136455,0.0023779037863544904,0.9581256231306082,0.9580440834984743,0.9999448752342802,0.0023779037874192,0.15775123238563538,0.017417628318071365,0.885987401008606,0.7826833724975586,0.3248826861381531,0.6645178198814392,0.9714442561888952,0.950926619614389,0.9313548087267673,0.9512418948433504,0.9539180457194076,0.9386348099748264,0.9611997612971674,0.40616089494886803,[[0.06045341]],[[0.03863924]],[[0.04911733]],0.04940332498814367,0.14788804452845605,0.13815736277536572,0.12764099926130704,0.13789546885504292
train,2680,10.336244765629578,2.2055126543320713,0.21198155388830348,0.0071027917325915246,0.24935193359851837,1.6706596612930298,1.0,0.01617683283984661,0.9871935601902672,0.013035126234906696,0.949632559388657,0.9494533726738208,0.9994974024846593,0.012852177023887634,0.18868950009346008,0.02066422626376152
test,2680,10.052764169864993,2.159631372217681,0.2198281128532559,0.007365703637534548,0.26848313212394714,1.7988388538360596,1.0,0.015750795602798462,0.9915858789098225,0.008414121090177428,0.9564159641888358,0.9559043439145076,0.9999816250780934,0.008414121344685555,0.16429486870765686,0.0183244775980711,0.8762587308883667,0.7747035622596741,0.32286280393600464,0.6579416990280151,0.9717618992153378,0.9506369454115535,0.933091637938384,0.9518301608550918,0.9524560818394503,0.9383179705129413,0.961576056074012,0.39644593080780993,[[0.06000848]],[[0.03944736]],[[0.05208227]],0.050512702909528855,0.12848554723229355,0.14202822490046585,0.12307963078136136,0.1311978009713736
train,2700,10.325804107755346,2.1831487382762473,0.21133435657946478,0.007133934624669276,0.24671201407909393,1.665307641029358,1.0,0.015070095658302307,0.9869191364800586,0.013263812660080497,0.9503858606263483,0.9503138187021911,0.9993831757766274,0.013309549540281296,0.19068489968776703,0.02056322619318962
test,2700,9.947379988989054,2.0693428928507123,0.216849213176788,0.007320097570753892,0.28644850850105286,1.933529257774353,1.0,0.014672852121293545,0.9957929394549113,0.004207060545088714,0.9597601906800273,0.9595151544624512,0.9999816250780934,0.004207060672342777,0.14224913716316223,0.017555441707372665,0.8691170811653137,0.7588144540786743,0.3181314468383789,0.6486876606941223,0.9719141403502879,0.9503504656386202,0.9317821704480921,0.9513489254790001,0.9551617235601058,0.9398016002545311,0.9621634355665362,0.3903537264272049,[[0.06190132]],[[0.0402355]],[[0.0507017]],0.050946174052347463,0.13739165765531558,0.1297420727313554,0.12272259414818942,0.1299521081782868
train,2720,10.351822651047607,2.1755600115165055,0.2111562825889322,0.007180707239488783,0.2521202266216278,1.7144192457199097,1.0,0.014012331143021584,0.9869191364800586,0.013218075375045737,0.9506500244140625,0.9504907898711467,0.9994562808697679,0.01326381228864193,0.19457922875881195,0.021104471758008003
test,2720,9.999065375969138,2.092290258329094,0.2156346183122349,0.007333000211096849,0.28907305002212524,1.9656985998153687,1.0,0.015482005663216114,0.9963416864825315,0.003658313517468447,0.9592417407375883,0.959101795679185,0.9999265003123736,0.003658313537016511,0.1468183696269989,0.0170549638569355,0.8740004897117615,0.7684324383735657,0.3225119709968567,0.6549816330273946,0.9721499882864865,0.9489658318865566,0.932071091361692,0.9510623038449117,0.9566071366269717,0.9425004704803857,0.962957863896076,0.4213551254812092,[[0.06351952]],[[0.04264146]],[[0.05149526]],0.05255208223827545,0.12806861522340962,0.13338067740360338,0.12346479805369487,0.1283046968935693
train,2740,10.364287593100387,2.158413696847379,0.2101216195836156,0.007198047020387599,0.2513708770275116,1.7218917608261108,1.0,0.01554347574710846,0.9846780095133553,0.015504939626783754,0.9510837387307652,0.9508721932525165,0.99939231391327,0.015459202229976654,0.18724790215492249,0.0207463838160038
test,2740,10.031428775993195,2.083506454208204,0.21617404734693674,0.00740538246599389,0.2814420163631439,1.9278799295425415,1.0,0.015319141559302807,0.9967075178342784,0.0032924821657216025,0.9594077099821292,0.9594543664060885,0.9997978758590276,0.0032924821134656668,0.1496884971857071,0.017394062131643295,0.8752368688583374,0.762371838092804,0.32098454236984253,0.652864416440328,0.972106688576868,0.9494637616778716,0.9320408496734723,0.9512037666427373,0.9536499264784938,0.9392861120847156,0.9630740419811141,0.4157828941362335,[[0.05310297]],[[0.03209935]],[[0.04821011]],0.04447080763326441,0.12741988283208072,0.1350082048920166,0.1275547380848675,0.12999427526965493
train,2760,10.369150543840997,2.136647983387718,0.2098801288681505,0.007242239160795278,0.26454034447669983,1.825330138206482,1.0,0.014804025180637836,0.985867178924259,0.014178558360775704,0.9516794091165743,0.9514153116675871,0.9995019715529806,0.014132821001112461,0.18520614504814148,0.020481614395976067
test,2760,10.08220662315345,2.1041385587137884,0.21516254760675202,0.0074245172071197695,0.2783489227294922,1.920609474182129,1.0,0.015430934727191925,0.9974391805377721,0.002560819462227913,0.9584321163268532,0.9584088118366504,0.9998897504685605,0.002560819499194622,0.1506839096546173,0.01779230311512947,0.8800843358039856,0.7722485661506653,0.32742780447006226,0.6599202354749044,0.9725849642582255,0.9500793973059241,0.9321549571756509,0.9516064395799334,0.9569062981693595,0.9421618166139869,0.9635628214671625,0.4100652679345007,[[0.06507109]],[[0.04129474]],[[0.05204747]],0.0528044345100278,0.13181094084984368,0.13772365799307984,0.13074689663407818,0.13342716515900058
train,2780,10.38254731991681,2.127248577699965,0.20938847748037226,0.007277615852258497,0.2476687878370285,1.7212997674942017,1.0,0.014986163936555386,0.9864160263446762,0.013858397365532382,0.9522462308490508,0.9520377619859827,0.999474557143053,0.013721185736358166,0.18389792740345,0.020326904952526093
test,2780,10.043166243443437,2.064342319452939,0.21357971409109844,0.007423288672300115,0.27694255113601685,1.9247525930404663,1.0,0.015201670117676258,0.9963416864825315,0.003658313517468447,0.959066318156951,0.9590896380679124,0.9997978758590276,0.003658313537016511,0.15120358765125275,0.016945719718933105,0.8763077259063721,0.7656315565109253,0.32561105489730835,0.6558501124382019,0.9723445959056244,0.9519797685679304,0.9319076339240082,0.9520773327991877,0.9560924514917156,0.9421653274503385,0.9638966445103717,0.39414797003274427,[[0.06036761]],[[0.04014073]],[[0.05239567]],0.05096800454474623,0.14063743658676475,0.1299025592353812,0.13184625048279527,0.13412874876831374
train,2800,10.450285960761697,2.159856406141017,0.20883546955542734,0.007310598864992069,0.26560312509536743,1.8592233657836914,1.0,0.014620030298829079,0.9868733991950238,0.013126600804976216,0.9510263500027467,0.9508203223926502,0.9994974024846593,0.013218075037002563,0.18856316804885864,0.02076304517686367
test,2800,10.12718124312894,2.075441819953814,0.21450944659433877,0.0075092249422047215,0.2761786878108978,1.9332523345947266,1.0,0.01560413558036089,0.997805011889519,0.002194988110481068,0.9591849141022991,0.9591382685130025,0.9999265003123736,0.002194988075643778,0.15249808132648468,0.01710416004061699,0.8752975463867188,0.7770823836326599,0.32197505235671997,0.6581183274586996,0.9718802523453157,0.9511881761537516,0.9324077413808676,0.9518253899599783,0.9561089771326,0.9417790823225546,0.962429462658501,0.40068377802600513,[[0.06408085]],[[0.04247366]],[[0.05016115]],0.05223855156818471,0.14015291246355666,0.14307301575755527,0.12436072876802218,0.13586221899637804
train,2820,10.46477182278736,2.1414448039853613,0.20828492973821747,0.007343392418192223,0.2617294192314148,1.8451941013336182,1.0,0.01599746011197567,0.9859586534943285,0.014087083790706183,0.9521676102116491,0.9519614813097087,0.999442573664804,0.014224295504391193,0.18127776682376862,0.020399250090122223
test,2820,10.164216222112392,2.0604380232031394,0.21500099339824458,0.007580177148720377,0.2771743834018707,1.9540811777114868,1.0,0.014951263554394245,0.9967075178342784,0.0032924821657216025,0.9596186816794543,0.9594786816286336,0.9999448752342802,0.0032924821134656668,0.143154576420784,0.01662912219762802,0.8608272075653076,0.7491341829299927,0.31134873628616333,0.6404367089271545,0.9720645129978004,0.9492693267160182,0.9317486076944679,0.9510274824694288,0.9545922536605969,0.9403652594709067,0.963058484165759,0.39325703830780107,[[0.06222491]],[[0.04174415]],[[0.05262983]],0.05219963131932897,0.12358831624099209,0.12995036194756293,0.12305414582488286,0.12553094133781262
train,2840,10.47902316607445,2.126165499584255,0.20780121761061007,0.007378283543030249,0.26924774050712585,1.9116605520248413,1.0,0.01466512680053711,0.9866904500548848,0.01344676180021954,0.9519654786209759,0.9518119711842117,0.9994380045964827,0.013492499478161335,0.1876915991306305,0.020623808726668358
test,2840,10.133404789490784,2.0517383196551466,0.21140181989933207,0.007506128148164642,0.28165167570114136,1.9997285604476929,1.0,0.01517230924218893,0.9968904335101518,0.00310956648984818,0.9599343385214008,0.959782621910447,0.9999632501561868,0.0031095664016902447,0.14215201139450073,0.016960736364126205,0.8689255714416504,0.759209394454956,0.3158039450645447,0.6479796369870504,0.9718882583624804,0.949681079969273,0.9319223679313648,0.9511639020877061,0.9564889726928403,0.9426769229312855,0.9630407725002701,0.3942953124509758,[[0.06146136]],[[0.03919995]],[[0.05044754]],0.050369618858694065,0.1311185890888954,0.13250036091202788,0.11981506557324259,0.12781133852472196
train,2860,10.495605857826789,2.1241928251331386,0.2074269421406818,0.007416845899632631,0.2547009587287903,1.8211132287979126,1.0,0.015139802359044552,0.9880625686059276,0.011983168679107209,0.9521904325932707,0.952010300942524,0.9995385240995509,0.012028905563056469,0.1864580661058426,0.02055605687201023
test,2860,10.190595993856984,2.0842057404798107,0.211116491429043,0.0075487709920457205,0.2671985328197479,1.910470962524414,1.0,0.015426645055413246,0.9979879275653923,0.002012072434607646,0.959160101157475,0.959101795679185,0.9999448752342802,0.0020120723638683558,0.1675390601158142,0.017454296350479126,0.8754564523696899,0.7730507850646973,0.3187987804412842,0.6557686726252238,0.972181000966895,0.9514269318631668,0.9323744993804854,0.9519941440701825,0.9562266439063747,0.9437071874600611,0.9639783938581352,0.4071904186109632,[[0.06010849]],[[0.03952248]],[[0.05018454]],0.0499385034753444,0.1329844414362371,0.1429260589268495,0.1228567538892043,0.13292241808409697
train,2880,10.508187682385241,2.1040401940288187,0.20674921713423214,0.007444295011822018,0.2579396665096283,1.8571674823760986,1.0,0.014905129559338093,0.987788144895719,0.01234906695938529,0.952652122033319,0.9524984972706774,0.9995019715529806,0.01230333000421524,0.18267183005809784,0.02014007419347763
test,2880,10.217946482027429,2.061662979921432,0.21155532047040768,0.007617345490985689,0.27513426542282104,1.9809684753417969,1.0,0.016567986458539963,0.997805011889519,0.002194988110481068,0.9599183048251213,0.9599649860795351,0.9998530006247474,0.002194988075643778,0.15373146533966064,0.01698417030274868,0.863629162311554,0.7500072121620178,0.3089442849159241,0.6408602197964987,0.972060186650063,0.9497733302084316,0.9327579795524223,0.9515304988036389,0.9558994860529169,0.9418132988716648,0.9633417448239086,0.4177616991694903,[[0.05863002]],[[0.03707527]],[[0.0488055]],0.04817026140426175,0.1252765489943065,0.13214117265581804,0.1181539529686868,0.12519055820627045
train,2900,10.508659867720425,2.0934432525578934,0.20572313964039773,0.007458775296979627,0.256025105714798,1.856183409690857,1.0,0.015622501261532307,0.9871478229052324,0.013035126234906696,0.9531890869140625,0.9530355132316461,0.999474557143053,0.012897914275527,0.1854686141014099,0.020599346607923508
test,2900,10.25678271211129,2.0640690958606753,0.2105433364792805,0.007633538161143976,0.26621943712234497,1.930092692375183,1.0,0.014708930626511574,0.9935979513444302,0.006402048655569782,0.9594857573767301,0.9590774804566399,1.0,0.006402048747986555,0.15267696976661682,0.01777108758687973,0.8664881587028503,0.7560742497444153,0.3225097060203552,0.6483573714892069,0.9713622379092027,0.9496272017577361,0.9324845513012392,0.9511579969893926,0.9580117692473885,0.9444652796353414,0.9651970104225718,0.42863664768016696,[[0.06245428]],[[0.040168]],[[0.05246556]],0.051695948826231526,0.13929349041853578,0.13205526793222044,0.12667267266662904,0.13267381033912842
train,2920,10.528810459224898,2.086033173109907,0.20563578719059888,0.007507012019705521,0.25077468156814575,1.830656886100769,1.0,0.014952952042222023,0.98856567874131,0.011617270398829125,0.9529628261977496,0.9527975175216713,0.9995522313045146,0.011525795795023441,0.18336346745491028,0.020081887021660805
test,2920,10.233987746823962,2.0436152291947707,0.20868172513865152,0.007618208096515412,0.28902924060821533,2.1099154949188232,1.0,0.015040081925690174,0.9976220962136455,0.0023779037863544904,0.9602908277404921,0.960232453527531,0.9999265003123736,0.0023779037874192,0.14413024485111237,0.017065504565835,0.8712825775146484,0.7634674310684204,0.31633132696151733,0.6503604451815287,0.9724016613754779,0.950468029649805,0.9324189507008254,0.9517628805753695,0.9582356592049884,0.9454464223807899,0.9647834179499316,0.40811552002426904,[[0.06470275]],[[0.04389404]],[[0.05308323]],0.05389334125830859,0.13305634268154887,0.13238494820532043,0.11982225604433985,0.12842118231040303
train,2940,10.564787408959242,2.0958683308427952,0.20513013357475832,0.007539829856967229,0.24907957017421722,1.8307361602783203,1.0,0.015294213779270649,0.9885199414562752,0.011571533113794365,0.9528403230039613,0.9526632635314292,0.9995613694411573,0.011525795795023441,0.1824386864900589,0.01985400728881359
test,2940,10.31162554432318,2.0536025211103266,0.2105517697024655,0.007739109276508977,0.28003761172294617,2.0582778453826904,1.0,0.01606789603829384,0.997805011889519,0.002194988110481068,0.9593571055159082,0.9593571055159082,0.9998897504685605,0.002194988075643778,0.13784140348434448,0.017040101811289787,0.8736494779586792,0.7704358696937561,0.31611400842666626,0.6533997853597006,0.9721588563957871,0.95214283334525,0.9320440090908944,0.952115232943977,0.9578100049625493,0.9457872809828922,0.9634870983079332,0.40616153818696193,[[0.06707066]],[[0.04829221]],[[0.0524751]],0.055945991308634625,0.14231851967543463,0.13835234355665282,0.11585618450373306,0.13217568257860682
train,2960,10.57562571029021,2.0722221740209004,0.2044076923045142,0.007564372383728544,0.2563985586166382,1.8973506689071655,1.0,0.014999455772340298,0.9883369923161361,0.011754482253933406,0.9535599841303751,0.9533711482072516,0.9995659385094785,0.01166300754994154,0.18524783849716187,0.020184796303510666
test,2960,10.310788717700769,2.0024503041866253,0.21155002022522207,0.007828683513460638,0.2786512076854706,2.062021017074585,1.0,0.015823116526007652,0.9979879275653923,0.002012072434607646,0.9601196410767697,0.9600379317471703,0.9999632501561868,0.0020120723638683558,0.13661588728427887,0.016781125217676163,0.8852736949920654,0.785244882106781,0.326785683631897,0.6657680869102478,0.9722479638941206,0.9528587277529758,0.9332169477325254,0.9527745464598739,0.957972051540583,0.9453133942109149,0.9642048996248592,0.416907155719954,[[0.07112693]],[[0.05121062]],[[0.0531313]],0.05848961643696063,0.1514867936564439,0.1362556550590226,0.12487710637996766,0.13753985169847804
train,2980,10.610565144719983,2.0750051192036922,0.20431117508989788,0.007611873324722387,0.25655296444892883,1.9113212823867798,1.0,0.01683070696890354,0.985501280643981,0.014590193926088547,0.9537148367644636,0.9535694779655639,0.9993786067083061,0.014635930769145489,0.17982062697410583,0.020143086090683937
test,2980,10.323089721718762,2.0456920210002916,0.20768207210235848,0.007737460390815297,0.26278242468833923,1.9577306509017944,1.0,0.017246520146727562,0.9989025059447595,0.001097494055240534,0.9594270915656498,0.9593571055159082,1.0,0.001097494037821889,0.15564623475074768,0.017045529559254646,0.8765573501586914,0.7732551097869873,0.32859063148498535,0.6594676971435547,0.9729889414231142,0.9515268477490479,0.9324053070699916,0.9523070320807179,0.9595860623335213,0.947121334232741,0.9653158526487993,0.4167170249839735,[[0.06640469]],[[0.04504318]],[[0.0521647]],0.05453752183745442,0.1345695818076854,0.1470008864766159,0.1329148019694954,0.13816175675126557
train,3000,10.638601334505887,2.0856323046776737,0.2034716374089855,0.0076314581005707625,0.24917848408222198,1.868840217590332,1.0,0.015240224078297615,0.9872392974753018,0.012943651664837175,0.9536470731856193,0.9534352239753217,0.999524816894587,0.012806439772248268,0.18268632888793945,0.02001679502427578
test,3000,10.418474436373211,2.08616487186614,0.20852867253458607,0.00782112852425032,0.2760474383831024,2.07035756111145,1.0,0.015608406625688076,0.996524602158405,0.003475397841595025,0.9580151743592238,0.9579103497744763,0.9999081253904671,0.003475397825241089,0.15844447910785675,0.017786690965294838,0.8784934878349304,0.7701708078384399,0.32410335540771484,0.6575892170270284,0.9727466926221867,0.9524758717932701,0.9320627427434072,0.9524284357196212,0.9589202194873176,0.9460013561858993,0.9634979399183734,0.41863974030518997,[[0.06857515]],[[0.04633981]],[[0.05076168]],0.0552255466472436,0.1389858846166484,0.13782053666455973,0.1311762030361099,0.13599420810577267
train,3020,10.658174017170955,2.088354209121051,0.2027857089888862,0.00765642285536891,0.2599739730358124,1.962805151939392,1.0,0.015463307499885559,0.9870563483351629,0.013035126234906696,0.9532787285466663,0.9531423061784297,0.9994471427331253,0.013080863282084465,0.17958416044712067,0.020068110898137093
test,3020,10.356054201713969,2.0136819898438927,0.2071975448438143,0.007822997122570643,0.25579339265823364,1.9312413930892944,1.0,0.015760047361254692,0.9956100237790378,0.004389976220962136,0.9609524156968614,0.9607187579784324,0.9999632501561868,0.004389976151287556,0.1415853351354599,0.01679052598774433,0.8737983703613281,0.7753306031227112,0.3205869793891907,0.6565719842910767,0.9729380486236006,0.9521004094808326,0.9333670269177559,0.9528018283407297,0.9597669314402482,0.9462539049858149,0.9650986878685024,0.4146385466802788,[[0.06903934]],[[0.04812718]],[[0.05395842]],0.05704164657388588,0.15070911725488534,0.14145200388221957,0.12372807810850461,0.13862973308186985
train,3040,10.666010299009846,2.0617676479145586,0.20272062987667103,0.007704640803218735,0.25629907846450806,1.9478744268417358,1.0,0.015302342362701893,0.9872850347603366,0.012852177094767655,0.9538643701592379,0.9537250905451627,0.9994654190064104,0.012806439772248268,0.18272268772125244,0.019666235893964767
test,3040,10.411422380957108,2.0239684623186562,0.20665880380829008,0.007854315829298636,0.2617495656013489,1.9892982244491577,1.0,0.015963921323418617,0.997805011889519,0.002194988110481068,0.9599387226592421,0.9598920404118999,0.9999265003123736,0.002194988075643778,0.15496397018432617,0.016647476702928543,0.8693857192993164,0.7568350434303284,0.31859707832336426,0.6482726136843363,0.9727105006696631,0.9495533196446455,0.9328352412985311,0.9516996872042799,0.9588192874683865,0.9473912650782864,0.9654301276195637,0.41760629085363765,[[0.06696165]],[[0.04639343]],[[0.05307831]],0.05547779770362763,0.12055924810884067,0.1361302206670627,0.12697234364402454,0.12788727080664264
train,3060,10.6933604183539,2.0606394662030048,0.20209338016838022,0.007731319718063085,0.24853406846523285,1.9012870788574219,1.0,0.015977157279849052,0.9863702890596414,0.013675448225393341,0.9537486877761774,0.9536060926901754,0.9994197283231976,0.013766922987997532,0.17984576523303986,0.02000812068581581
test,3060,10.388184002642006,1.9698258911601711,0.20769468076882816,0.007945604054061427,0.27047285437583923,2.0691192150115967,1.0,0.016085637733340263,0.9968904335101518,0.00310956648984818,0.9623081973591421,0.962226301776227,0.9999081253904671,0.0031095664016902447,0.14003914594650269,0.015740729868412018,0.8860710859298706,0.7817332744598389,0.32447874546051025,0.6640943686167399,0.9734752256696375,0.9534787330862274,0.9328338855623671,0.953262614772744,0.9583644030706722,0.9457058564032813,0.9638728320949743,0.41455570069105757,[[0.06523442]],[[0.04436923]],[[0.04988428]],0.053162640822340006,0.13857819587792908,0.1363791649348709,0.12745260211632128,0.1341366543097071
train,3080,10.702575751987517,2.04903163135248,0.20173578265818579,0.007768068307403502,0.24806030094623566,1.9100656509399414,1.0,0.015628613531589508,0.9857757043541895,0.014544456641053787,0.9543191979613325,0.9541278525158893,0.9994334355281614,0.014315770007669926,0.1776358038187027,0.019897542893886566
test,3080,10.413258603139445,2.0131067164706993,0.2039282034536766,0.007852489991417792,0.2894997000694275,2.229149341583252,1.0,0.015334374271333218,0.9972562648618987,0.0027437351381013352,0.9607144594134527,0.9606093394769796,0.9999448752342802,0.002743735210970044,0.151635080575943,0.01686098612844944,0.8696455955505371,0.7674444913864136,0.3158087134361267,0.6509662667910258,0.9730810674967326,0.9515828906728342,0.9332071171382433,0.95262369176927,0.9605187508926168,0.9485849138734873,0.9665356717323762,0.41247496234088166,[[0.06962413]],[[0.04846164]],[[0.05358236]],0.0572227093815281,0.1368227668536467,0.13802603329436935,0.11782967511160841,0.1308928250865415
train,3100,10.746023373511349,2.070065687830702,0.20133301036679785,0.007802887316401915,0.23608818650245667,1.829684853553772,1.0,0.017188703641295433,0.9862788144895719,0.013949871935601902,0.9538429610820841,0.9536427074147868,0.9994654190064104,0.013812660239636898,0.17927689850330353,0.01972598023712635
test,3100,10.499232327587015,2.0387053209705677,0.20603611012666911,0.007985161238582957,0.2709833085536957,2.1001224517822266,1.0,0.015936532989144325,0.997805011889519,0.002194988110481068,0.9594553522582214,0.9594786816286336,0.999871375546654,0.002194988075643778,0.15169434249401093,0.016874445602297783,0.8757781982421875,0.7727257013320923,0.3211366534233093,0.6565468509991964,0.973692030114757,0.9531924020047386,0.9332040367605543,0.9533628229600165,0.9589485089147345,0.9470442628296797,0.9653980321908473,0.3899485579043352,[[0.06634655]],[[0.04665211]],[[0.05373061]],0.05557641976103297,0.14097219248336967,0.1414150090571008,0.12239055414415517,0.13492591856154187
train,3120,10.748457098722545,2.0435005213112523,0.20077975015259905,0.007831635012427295,0.25193339586257935,1.965081810951233,1.0,0.01493209321051836,0.9871478229052324,0.013035126234906696,0.9541958874260708,0.9540363157043605,0.9994791262113742,0.012897914275527,0.17682096362113953,0.019582359120249748
test,3120,10.51530900811809,2.0204106273829052,0.20502713770192177,0.007997309035914932,0.272994726896286,2.1293609142303467,1.0,0.014876635745167732,0.9985366745930127,0.0014633254069873788,0.9601463811990127,0.9601230350260781,0.9999448752342802,0.0014633254613727331,0.16564002633094788,0.01776321418583393,0.8691462278366089,0.7518494129180908,0.31871724128723145,0.6465709606806437,0.9729228045115597,0.9519741359266577,0.9333986676863925,0.9527652027082033,0.9590046763654793,0.9479452535512608,0.9647596874439587,0.4214906370274087,[[0.06486443]],[[0.04555526]],[[0.0520054]],0.054141697660710704,0.14514436054097746,0.12446569479762748,0.12778697166954273,0.13246567566938255
train,3140,10.775290413475107,2.055511642104315,0.20003301967337503,0.007852511222774488,0.24445639550685883,1.918984293937683,1.0,0.01530430931597948,0.9863245517746067,0.013766922795462861,0.9538454965484829,0.9536915270476022,0.999424297391519,0.013812660239636898,0.18068857491016388,0.020016899332404137
test,3140,10.517418273345239,2.0202916049207174,0.20295137161525617,0.007967074265481369,0.26863017678260803,2.108748435974121,1.0,0.015793947502970695,0.9976220962136455,0.0023779037863544904,0.9608398579973739,0.9608281764798853,0.9998897504685605,0.0023779037874192,0.14159832894802094,0.016232935711741447,0.8780480623245239,0.7712864875793457,0.32571882009506226,0.6583511233329773,0.9724487847154143,0.9525497521039193,0.9329940843770408,0.9526642070654582,0.9598198679499755,0.9489755357594304,0.9673398766455673,0.42003256852066573,[[0.06489183]],[[0.04675286]],[[0.05458794]],0.05541087549572395,0.14479681310013282,0.13050247570009677,0.12688473674841763,0.13406134184954907
train,3160,10.827444034664351,2.0623187565166696,0.20003207891012695,0.007902477311027422,0.24605098366737366,1.943804144859314,1.0,0.015587377361953259,0.9846322722283205,0.015550676911818514,0.9542950449419341,0.9540393669314114,0.999424297391519,0.015459202229976654,0.17949281632900238,0.01967141591012478
test,3160,10.57822530536083,2.0211096457116278,0.20479287747079064,0.008090557657004931,0.2682833969593048,2.1194405555725098,1.0,0.015101196244359016,0.9974391805377721,0.002560819462227913,0.9599946497403908,0.9598312523555372,1.0,0.002560819499194622,0.1410226970911026,0.01655265875160694,0.883199155330658,0.7853327989578247,0.3267907500267029,0.6651075681050619,0.9737606072244404,0.9542102312152273,0.9323209876746386,0.9534306087047687,0.960276198255555,0.9484350027783307,0.9652396009278703,0.43040005429641315,[[0.06393935]],[[0.04511942]],[[0.05059487]],0.0532178806637214,0.14510008536634322,0.14556358318341278,0.13098829808049953,0.1405506555434185
train,3180,10.78551614323772,2.024050182533753,0.19870458973487828,0.007899704637114566,0.25126612186431885,1.9975674152374268,1.0,0.015464548952877522,0.9875594584705452,0.012486278814489571,0.9546924973754242,0.9545062046702081,0.9995111096896232,0.012577753514051437,0.1760285347700119,0.019569065421819687
test,3180,10.642934792391099,2.061769721668077,0.20358311395137516,0.00809365536782872,0.2666979730129242,2.1202504634857178,1.0,0.015713566914200783,0.9976220962136455,0.0023779037863544904,0.9593628404669261,0.9592112141806378,1.0,0.0023779037874192,0.1509835422039032,0.016296695917844772,0.8743593096733093,0.7699066400527954,0.32983893156051636,0.6580349604288737,0.9735067554838722,0.9520918416483389,0.9326000964570871,0.9527328978630994,0.96019320382091,0.947881016798523,0.9657258819210583,0.41296872785482897,[[0.06706772]],[[0.04455506]],[[0.05173059]],0.05445112476527758,0.13061107941205796,0.13880063016962907,0.1317146307693105,0.1337087801169992
train,3200,10.820749892448708,2.024937905717411,0.19830801650102087,0.007933510508139842,0.25164249539375305,2.013141393661499,1.0,0.015824753791093826,0.9888858397365532,0.011251372118551043,0.9544115986609418,0.9542926187766411,0.9995202478262657,0.01129710953682661,0.17966848611831665,0.019592437893152237
test,3200,10.627487681695698,2.0145703544777187,0.20305988290136773,0.00812361367535212,0.26600366830825806,2.128030776977539,1.0,0.015401295386254787,0.9974391805377721,0.002560819462227913,0.960373527230281,0.960256768750076,0.9999632501561868,0.002560819499194622,0.14004555344581604,0.01657743565738201,0.8768128156661987,0.7648928761482239,0.31942516565322876,0.6537102858225504,0.9732341644688963,0.9522422143943114,0.9327022452690706,0.9527262080440928,0.9608084301120996,0.9488918859357565,0.9663080165973487,0.41396278374902146,[[0.07174099]],[[0.04969702]],[[0.05436827]],0.0586020937954134,0.13735946740538985,0.13784586038302282,0.12808226950303842,0.13442919909715037
train,3220,10.857219227408036,2.03003427426631,0.19824219133842572,0.007980432698464884,0.24454979598522186,1.9686275720596313,1.0,0.015338010154664516,0.9825740944017564,0.01779180387852177,0.9550787449639848,0.9548174298294059,0.9993237778884507,0.01751738041639328,0.17911933362483978,0.020156506448984146
test,3220,10.652395593633768,2.0029641404892424,0.20276816427238858,0.008162630151745169,0.27624163031578064,2.2237467765808105,1.0,0.014307603240013123,0.9963416864825315,0.003658313517468447,0.9620122329365127,0.9618251006042333,0.9999632501561868,0.003658313537016511,0.14546242356300354,0.015593661926686764,0.8768947720527649,0.7671024799346924,0.32287752628326416,0.6556249260902405,0.9725994633484676,0.953249537010755,0.9323440568884289,0.9527310190825505,0.9595388340053946,0.9487431013388468,0.9657306932247163,0.4330142236971111,[[0.06371692]],[[0.04535597]],[[0.0519739]],0.053682263227787665,0.14933715556633942,0.1275599752991432,0.13039462919027628,0.1357639200185863
train,3240,10.872399201028477,2.0244291761267807,0.19797046324991283,0.008018981685877807,0.24652738869190216,1.9968732595443726,1.0,0.01675916649401188,0.9860501280643981,0.014132821075740943,0.9551106363497635,0.9548693006892722,0.9994882643480167,0.013995609246194363,0.17182248830795288,0.019359780475497246
test,3240,10.696724059051016,2.0270052488224803,0.20274259247334148,0.008212281313595547,0.27176013588905334,2.201258897781372,1.0,0.01594351790845394,0.9976220962136455,0.0023779037863544904,0.9605004011962944,0.9605120785867992,0.999871375546654,0.0023779037874192,0.14433327317237854,0.016925519332289696,0.8760591149330139,0.766070544719696,0.3197839856147766,0.6539712150891622,0.9734199297217733,0.95320570312222,0.9331050659314187,0.9532435662584707,0.9605582404499574,0.9487466259401798,0.965967514986893,0.4233772663257474,[[0.06778106]],[[0.04810075]],[[0.05296892]],0.05628357630955947,0.1406029523317459,0.12784255832916958,0.12314287117361625,0.13052946061151058
train,3260,10.922892716355783,2.033050216077406,0.19738343326416463,0.0080445444023568,0.2517078220844269,2.051420211791992,1.0,0.015951355919241905,0.9871478229052324,0.013080863519941456,0.9551365985123871,0.9548631982351703,0.9995613694411573,0.012989388778805733,0.17750878632068634,0.01939447596669197
test,3260,10.695088362637094,1.9813295500095744,0.20310844754919788,0.008277872655181545,0.27260908484458923,2.2217659950256348,1.0,0.016502032056450844,0.996524602158405,0.003475397841595025,0.9608463035019456,0.9606944427558873,0.9999448752342802,0.003475397825241089,0.13804243505001068,0.016140993684530258,0.8804793357849121,0.7817034125328064,0.3188028931617737,0.6603285471598307,0.9738545440697779,0.95376657353884,0.933428154518231,0.9536830907089495,0.959920900075422,0.948275343763777,0.966303180736313,0.41434747503498676,[[0.06794723]],[[0.04862132]],[[0.05393587]],0.05683480911853193,0.13800661284941218,0.14745885265821634,0.12073115104336327,0.13539887218366395
train,3280,10.899830882731612,2.0028672230535927,0.19655964429501513,0.008060105117996963,0.23411427438259125,1.9197384119033813,1.0,0.014975887723267078,0.9872850347603366,0.012760702524698134,0.9557041982752833,0.955616851316757,0.9994288664598402,0.012760702520608902,0.17250210046768188,0.019426072016358376
test,3280,10.700543871478885,2.0212053348142835,0.19955156576443747,0.008182791550579948,0.267512708902359,2.193605661392212,1.0,0.015532580204308033,0.9979879275653923,0.002012072434607646,0.9608014784554032,0.9607430732009775,0.9999448752342802,0.0020120723638683558,0.16269123554229736,0.016536826267838478,0.880297839641571,0.7715970277786255,0.3235502243041992,0.6584816972414652,0.9734607220157739,0.9534502220913412,0.9333357832554876,0.9534155757875342,0.9617985387384599,0.9507907495161119,0.9676812916103178,0.41120251795897433,[[0.06883026]],[[0.04798813]],[[0.05431235]],0.057043579109234854,0.13373556410764043,0.1420096904740753,0.12533147813094925,0.133692244237555
train,3300,10.941476505403767,2.007643067701544,0.19651679245927506,0.008107472225100795,0.2453523874282837,2.024158477783203,1.0,0.014634475111961365,0.9869191364800586,0.013263812660080497,0.9555093085633901,0.9554398801478015,0.9993968829815912,0.013126600533723831,0.17612308263778687,0.01934630423784256
test,3300,10.753156675942662,2.012923410044786,0.200626955927236,0.008277040615364559,0.27002742886543274,2.2277278900146484,1.0,0.015552066266536713,0.9957929394549113,0.004207060545088714,0.9605928699965955,0.9604877633642542,0.999871375546654,0.004207060672342777,0.14588585495948792,0.01704389974474907,0.8775109648704529,0.7684361338615417,0.3184700012207031,0.6548056999842325,0.9737825059524234,0.9535006906026028,0.9326762420857131,0.9533198128802464,0.9620861309607122,0.9513193110280717,0.966169886797823,0.4169856672574398,[[0.0734653]],[[0.05339294]],[[0.05225478]],0.05970434076146829,0.137523598931799,0.1372576724356832,0.12446322082326117,0.13308149739691447
train,3320,10.950052816179529,2.007750909318865,0.19600268558316558,0.008135258067412034,0.2508011758327484,2.081650972366333,1.0,0.015329292975366116,0.9859586534943285,0.014178558360775704,0.9554725434363965,0.9552598577517949,0.9994562808697679,0.014087083749473095,0.1758161336183548,0.019280795007944107
test,3320,10.767511181493814,1.9911633776379871,0.199742239224141,0.008290471419901314,0.26587700843811035,2.2067809104919434,1.0,0.015556136146187782,0.9957929394549113,0.004207060545088714,0.9614047034217759,0.961229377651879,0.9999265003123736,0.004207060672342777,0.1327894628047943,0.015935679897665977,0.8834764361381531,0.7865276336669922,0.3261929750442505,0.6653990149497986,0.9739995534152157,0.9540537495036515,0.9320241774342195,0.9533591601176955,0.9619746534602542,0.9500448145354334,0.9670622478781139,0.4276925298541784,[[0.07279937]],[[0.05119595]],[[0.05417755]],0.059390957012575414,0.14561004135464295,0.14711677583992488,0.13245117956547367,0.14172599892001383
train,3340,10.988958534634335,2.003970140944982,0.19564097572323869,0.008169150345128804,0.24636352062225342,2.0571370124816895,1.0,0.015005332417786121,0.9856842297841201,0.014407244785949506,0.9553541456864719,0.9552232430271834,0.9993694685716635,0.01449871901422739,0.17707094550132751,0.019608303904533386
test,3340,10.71827158606072,1.946256619082392,0.19929822018492346,0.008321861604853134,0.26090312004089355,2.1785428524017334,1.0,0.015586492605507374,0.9972562648618987,0.0029266508139747576,0.9626229587928455,0.9625180844467679,0.9999448752342802,0.002743735210970044,0.13474209606647491,0.015945589169859886,0.8822379112243652,0.7787368893623352,0.3319662809371948,0.6643136938412985,0.9743802691533455,0.9538854582792852,0.9339113829362811,0.9540590367896372,0.9615705159396432,0.9504132498187018,0.966864187076557,0.42404256611741703,[[0.06847838]],[[0.04943104]],[[0.05337489]],0.05709476909455888,0.1493725772426273,0.1394349145484719,0.13464822279137517,0.1411519048608248
train,3360,11.025542006927054,2.014585247242185,0.19519095939024875,0.008199152401954913,0.24132870137691498,2.0271623134613037,1.0,0.01651604287326336,0.9845865349432857,0.015504939626783754,0.9556990612449187,0.9555009046888207,0.9993831757766274,0.015413464978337288,0.1816272884607315,0.020011991262435913
test,3360,10.820753228191224,1.9852636325767103,0.19919392899924404,0.008367300342756448,0.27696728706359863,2.326526641845703,1.0,0.0151555510237813,0.9945125297237973,0.0054874702762026705,0.9615248981577187,0.9613144809307868,0.9998897504685605,0.005487470421940088,0.14565026760101318,0.016200805082917213,0.8715003132820129,0.7722665071487427,0.3171248435974121,0.6536305546760559,0.9730129935705896,0.9533370377278244,0.933362479552883,0.9532375036170989,0.9615176397017372,0.9493222961430863,0.9665421186573361,0.42802769317632394,[[0.06911417]],[[0.04761351]],[[0.05274506]],0.05649091287686978,0.13724633897952743,0.15109966901635274,0.12374523449319108,0.13736374749635707
train,3380,11.023702326948024,1.9840951689948017,0.19488719963913997,0.008235109658331581,0.2432786077260971,2.0557055473327637,1.0,0.015209604986011982,0.98664471276985,0.01353823637028906,0.9554892248154286,0.9552446016165401,0.9995111096896232,0.013538236729800701,0.18085262179374695,0.019330842420458794
test,3380,10.84971667426322,1.9852143310859476,0.1985603864218693,0.008390323012555566,0.26906031370162964,2.2735612392425537,1.0,0.015883885324001312,0.9970733491860252,0.0029266508139747576,0.9616034627402823,0.9615333179336923,0.9999081253904671,0.0029266509227454662,0.1483510285615921,0.017024977132678032,0.8649711608886719,0.7614399194717407,0.31191861629486084,0.6461098988850912,0.9732794391333661,0.9542305500737266,0.9325976481924865,0.9533692124665265,0.9609785256507496,0.9506485574326498,0.9670194986341959,0.4262376532546268,[[0.06785586]],[[0.05047895]],[[0.05289397]],0.057076259394477635,0.14120126059951754,0.13305010956262686,0.12207527748359356,0.13210888254857933
train,3400,11.038347665093733,1.9855684628645405,0.1942023648214218,0.008254717168508152,0.2507677376270294,2.1315271854400635,1.0,0.015916021540760994,0.9885199414562752,0.011525795828759604,0.95588921950103,0.9557114393553368,0.9995659385094785,0.011480058543384075,0.17801208794116974,0.019311392679810524
test,3400,10.817589671559018,1.9655218911122987,0.19724628985069864,0.008384101484821337,0.25932252407073975,2.2042431831359863,1.0,0.015921538695693016,0.9967075178342784,0.0032924821657216025,0.9625864815242635,0.9624694540016777,0.9999265003123736,0.0032924821134656668,0.13648821413516998,0.015541044995188713,0.877826988697052,0.768561065196991,0.3205212950706482,0.6556364496548971,0.9740055353174822,0.9537286086672655,0.9338070644564355,0.9538470694803944,0.9624113573713086,0.9508739000450547,0.968046218548159,0.4328604836339841,[[0.07039699]],[[0.04873721]],[[0.05416923]],0.05776780948510627,0.1402921261513811,0.13412106280214764,0.1303837071033469,0.1349322986856252
train,3420,11.08311865576623,1.9902927414035343,0.1937088186471313,0.00828216098015162,0.24487705528736115,2.093700408935547,1.0,0.015437577851116657,0.985501280643981,0.014864617636297109,0.9556538989775675,0.9554185215584448,0.9994562808697679,0.014590193517506123,0.17557981610298157,0.019171077758073807
test,3420,10.859498303617313,1.9937840600063448,0.19665214325057231,0.008408004957482078,0.28316351771354675,2.4210495948791504,1.0,0.015397724695503712,0.9967075178342784,0.0032924821657216025,0.9610722752416266,0.961095643927881,0.9998162507809342,0.0032924821134656668,0.15363143384456635,0.01662244275212288,0.8839280009269714,0.7719414234161377,0.318880558013916,0.6582499941190084,0.9745541468716892,0.9536500997173828,0.9338832690923826,0.9540291718938182,0.9624561705756236,0.9522722379356703,0.9674803676678321,0.4291848469496231,[[0.07220062]],[[0.05281672]],[[0.05433616]],0.05978450065244714,0.13948850104396404,0.13476697073220612,0.12394118875360749,0.13273222017659256
train,3440,11.082855858298565,1.9762885703998654,0.19304984539714523,0.008302243736196011,0.25303417444229126,2.176095485687256,1.0,0.014871842227876186,0.9864617636297109,0.01362971094035858,0.9567948142790438,0.9566023976542166,0.999474557143053,0.013538236729800701,0.17001260817050934,0.019044924527406693
test,3440,10.88920879660565,1.9846943990827064,0.1960144112745543,0.0084297369669501,0.2651006877422333,2.279867649078369,1.0,0.015411815606057644,0.9961587708066582,0.0038412291933418692,0.9610258530534815,0.9608038612573402,0.9999816250780934,0.003841229248791933,0.15261001884937286,0.016689283773303032,0.8737999796867371,0.7664928436279297,0.31148576736450195,0.6505928635597229,0.9739517598699631,0.9543186607971892,0.933888113650473,0.9540528447725417,0.9629024259655238,0.9531773710601873,0.9684267958690511,0.418711879358121,[[0.07332901]],[[0.0546481]],[[0.05539199]],0.06112303153440656,0.13671283630278275,0.1398854501198935,0.1188870953161929,0.13182846057962305
train,3460,11.109279718409516,1.981303494534037,0.19293952171417805,0.00834572924592393,0.2430925816297531,2.1027519702911377,1.0,0.015828745439648628,0.9873765093304061,0.012760702524698134,0.9565213410726384,0.95635829949014,0.9994882643480167,0.012714965268969536,0.17545367777347565,0.019259795546531677
test,3460,10.921827844494501,1.9386818737353095,0.1978224675311278,0.008556944363224519,0.27407437562942505,2.3707447052001953,1.0,0.01577555201947689,0.9967075178342784,0.0032924821657216025,0.9629872734565875,0.9631745954554849,0.9996876263275881,0.0032924821134656668,0.13544264435768127,0.015587886795401573,0.8764873743057251,0.7704856395721436,0.3201215863227844,0.6556982000668844,0.974189054342611,0.9539811368627981,0.9325684376320044,0.9535795429458044,0.9618118930735625,0.950865068838631,0.9672024609472386,0.41940776158837034,[[0.07340622]],[[0.05472106]],[[0.05481698]],0.060981417054478425,0.13254259468339857,0.138946308814188,0.1253509938393442,0.13227996577897694
train,3480,11.098050835278285,1.9583086752865368,0.19187934294839154,0.008347835536542692,0.24803410470485687,2.15789794921875,1.0,0.015874413773417473,0.9883827296011709,0.011708744968898645,0.9567434607062529,0.9565596804755032,0.999556800372836,0.011708744801580906,0.17456604540348053,0.019192291423678398
test,3480,10.978067617170419,2.0055842646432573,0.19509463731519086,0.008487719007911634,0.2677205204963684,2.329169988632202,1.0,0.014682704582810402,0.9961587708066582,0.0038412291933418692,0.9596940884663084,0.9596124153526315,0.999871375546654,0.003841229248791933,0.16553449630737305,0.016092026606202126,0.8852255344390869,0.7804064154624939,0.32655972242355347,0.6640638907750448,0.9735296279164745,0.9544070920069199,0.932727693074876,0.9535548043327567,0.9633215093633066,0.9525120843703571,0.9680996442534183,0.42633589649075593,[[0.07263234]],[[0.05252335]],[[0.05437051]],0.059842065378234714,0.14193759289063268,0.14718282564447283,0.13294038242351247,0.14068693365287266
train,3500,11.149304291201387,1.958380915854294,0.19209659923968017,0.00840530676010673,0.2445695698261261,2.1399850845336914,1.0,0.015230782330036163,0.9863245517746067,0.014041346505671423,0.956740540903459,0.956577987837809,0.9994380045964827,0.013766922987997532,0.17642155289649963,0.018952710554003716
test,3500,11.070098759728113,2.0290492511175007,0.19696891593479557,0.00861849802229944,0.251742422580719,2.202747344970703,1.0,0.015410949476063251,0.9950612767514176,0.004938723248582404,0.9607352118839805,0.9608403340911578,0.9996692514056815,0.004938723053783178,0.16572600603103638,0.015859156847000122,0.8743225336074829,0.7660242319107056,0.32151252031326294,0.6539530952771505,0.974202678995853,0.9542984262703338,0.9336332435276256,0.9540447829312707,0.9621336722999132,0.9519059021593002,0.966750385932564,0.43213546700443983,[[0.0719111]],[[0.05135673]],[[0.05282034]],0.05869605376270407,0.14218627716112786,0.1408411449047976,0.12814086341568476,0.13705609516053674
train,3520,11.163219696865648,1.965196851666838,0.19154037262029888,0.008428849021379825,0.2376454919576645,2.0912816524505615,1.0,0.014378932304680347,0.987971094035858,0.01212038053421149,0.9565262502593899,0.9563979654418024,0.9994974024846593,0.012074642814695835,0.1735810488462448,0.01916545256972313
test,3520,11.138901693938266,2.082013777891068,0.19594907368125658,0.008622856556787906,0.2688028812408447,2.365466833114624,1.0,0.015651190653443336,0.9934150356685568,0.006584964331443205,0.9577288370565845,0.957472675768665,0.9998530006247474,0.006767880171537399,0.190172478556633,0.01635214313864708,0.8759803771972656,0.7602400779724121,0.31530237197875977,0.6505076090494791,0.9745227587204796,0.9551446384907678,0.9329557942318631,0.9542077304810368,0.9622332122550202,0.9518164764237776,0.9675481176259568,0.42072903642603066,[[0.07283781]],[[0.05437249]],[[0.05529422]],0.06083483831728433,0.14360914745166486,0.12971518592288822,0.11936840106333943,0.13089757814596417
train,3540,11.152704516305096,1.9279624807760474,0.19101328698000192,0.00845340284794,0.24662819504737854,2.1826608180999756,1.0,0.01484628301113844,0.9862330772045371,0.013812660080497622,0.9572648007593029,0.9570692353930133,0.9994471427331253,0.013949871994554996,0.1723300814628601,0.019122639670968056
test,3540,10.96301244010388,1.8890226234002023,0.19549422109717968,0.008651709163832818,0.2726377546787262,2.4128456115722656,1.0,0.015748891979455948,0.9967075178342784,0.0032924821657216025,0.9638346239408712,0.9639283673543823,0.9997611260152144,0.0032924821134656668,0.13631223142147064,0.015240554697811604,0.8679951429367065,0.760141134262085,0.31814634799957275,0.6487608750661215,0.9741678359822625,0.9545075227373452,0.9329238862498266,0.9538664149898114,0.9620055188241341,0.9508335768794711,0.9670105345773151,0.4091078528712841,[[0.06968632]],[[0.05149052]],[[0.05344449]],0.058207110294630965,0.1366873870180192,0.12984565709849483,0.12539643301300105,0.1306431590431717
train,3560,11.189972736527533,1.9339495483353772,0.19078748809780954,0.008491102090911468,0.23672285676002502,2.106834650039673,1.0,0.014839500188827515,0.9869648737650933,0.013263812660080497,0.9576177817927676,0.9574109728227207,0.9995019715529806,0.013126600533723831,0.17540065944194794,0.01877702958881855
test,3560,10.981717498685796,1.9179561008629904,0.19360961830330348,0.00861670254787859,0.269218772649765,2.3960485458374023,1.0,0.015203687362372875,0.9970733491860252,0.0029266508139747576,0.9634064798492493,0.9634299052922082,0.9998346257028408,0.0029266509227454662,0.13178782165050507,0.015358072705566883,0.8850589394569397,0.7723084688186646,0.32425564527511597,0.6605410178502401,0.974622997910737,0.9544184000127336,0.9332827105516458,0.9541080361583721,0.9636459659471873,0.9533681583112613,0.9677749325531068,0.402975335367391,[[0.07648256]],[[0.05578555]],[[0.05413226]],0.06213345593221073,0.14484871028939938,0.13132607142770347,0.12751702840157622,0.13456393670622635
train,3580,11.180030429489744,1.9177817223580644,0.19002514360067044,0.008504675065048397,0.24240072071552277,2.169487714767456,1.0,0.01567227952182293,0.9883369923161361,0.011891694109037688,0.9580285343709468,0.9578625544262626,0.9995339550312295,0.011800219304859638,0.1696138232946396,0.018647534772753716
test,3580,11.018449121143432,1.8909994501812009,0.19414652979131894,0.00868912986773862,0.2605821192264557,2.3322112560272217,1.0,0.015848977491259575,0.9976220962136455,0.0023779037863544904,0.9645575468715804,0.9644754598616464,0.9999448752342802,0.0023779037874192,0.13238723576068878,0.014733877964317799,0.8714486956596375,0.7640366554260254,0.3179938793182373,0.6511597434679667,0.9740601968266217,0.9542728149109484,0.9324890421083554,0.9536073512819753,0.9624942073588735,0.9532249603838537,0.9667484743642264,0.44066819600795654,[[0.07228991]],[[0.05482941]],[[0.05391305]],0.06034412425818159,0.1307500504140353,0.13936237807994067,0.12330444586868572,0.13113895812088724
train,3600,11.246409618239502,1.935513669128083,0.18963465845894562,0.008534602621274078,0.24248699843883514,2.1823842525482178,1.0,0.01481667160987854,0.9882455177460666,0.011845956824002928,0.9572801904354992,0.9570905939823701,0.9995522313045146,0.011845956556499004,0.1733349710702896,0.019013963639736176
test,3600,11.027063605073211,1.8719475946588622,0.19481851240387996,0.008767904559992821,0.2505628764629364,2.2550671100616455,1.0,0.015790631994605064,0.9972562648618987,0.0027437351381013352,0.964198011135695,0.9642566228587407,0.9998162507809342,0.002743735210970044,0.13225920498371124,0.014628986828029156,0.8782161474227905,0.7682548761367798,0.3245762586593628,0.6570157607396444,0.9743265294021315,0.9535250378718619,0.9340227298531653,0.9539580990423863,0.9623888780821713,0.95197375422948,0.9671440566883166,0.43161421284533386,[[0.07231573]],[[0.05318964]],[[0.05452779]],0.060011051561329486,0.13875446681312087,0.13408482735337923,0.13010949809508898,0.13431626408719635
train,3620,11.238191112946819,1.9141435089278822,0.18937459220565198,0.00857023712319808,0.25363874435424805,2.2954318523406982,1.0,0.01569177210330963,0.9871020856201976,0.013035126234906696,0.9576301188419774,0.9574170752768226,0.999506540621302,0.013080863282084465,0.1738893985748291,0.018942201510071754
test,3620,11.068113249574127,1.8841325429494582,0.1935350673822766,0.008758521403541936,0.2636619508266449,2.3861422538757324,1.0,0.01499748881906271,0.9950612767514176,0.004938723248582404,0.9634051451636434,0.9633934324583906,0.9997611260152144,0.004938723053783178,0.14541395008563995,0.015649698674678802,0.87834233045578,0.7652429938316345,0.32229799032211304,0.6552944382031759,0.9744218776532207,0.9553262056391011,0.9334375148513612,0.9543951993812277,0.962760460833579,0.9537288425934097,0.9681298546523877,0.41947214131279614,[[0.07465916]],[[0.0579387]],[[0.05577518]],0.06279101084669418,0.14730911505383204,0.12808018379085662,0.1287680275154139,0.13471910878670088
train,3640,11.294588102598222,1.9348123845624872,0.18917776506286466,0.008608619329179936,0.24399948120117188,2.2203962802886963,1.0,0.015194909647107124,0.9846322722283205,0.015733626051957557,0.9579130487860708,0.9576916857114088,0.99939231391327,0.015550676733255386,0.17445078492164612,0.019386159256100655
test,3640,11.119504312459787,1.872974787199761,0.1940208883025604,0.00882900783160775,0.2730545401573181,2.484797716140747,1.0,0.01610705815255642,0.9921346259374428,0.00786537406255716,0.9643717309329766,0.9638675792980195,1.0,0.007865373976528645,0.12941797077655792,0.015944505110383034,0.8835431933403015,0.7770063877105713,0.3283047080039978,0.6629514296849569,0.9740545593929718,0.9549166931096083,0.9325671599372172,0.9538461374799324,0.9615561248022906,0.951434544349349,0.9674662078529753,0.41494989330412685,[[0.06772634]],[[0.0504121]],[[0.05260299]],0.05691380673865532,0.152586019838453,0.13536009439434227,0.13293326875202194,0.14029312766160573
train,3660,11.249201032385214,1.8972432192018343,0.1883172015327261,0.008616533590940535,0.2465020716190338,2.255495071411133,1.0,0.014823845587670803,0.9876051957555799,0.012532016099524331,0.9579036673309387,0.9577374541171733,0.9994974024846593,0.012532016262412071,0.17085778713226318,0.01869736984372139
test,3660,11.05849022967344,1.8436625389767582,0.19160724763397502,0.008767071048572774,0.27352386713027954,2.502744674682617,1.0,0.014824706129729748,0.9972562648618987,0.0027437351381013352,0.9654191289122346,0.9652900198169063,0.9999632501561868,0.002743735210970044,0.13228534162044525,0.014711925759911537,0.8801544904708862,0.7735593318939209,0.32208114862442017,0.6585983236630758,0.9740381835887318,0.9543247506198447,0.9334765615557857,0.9539464985881208,0.9631290243029945,0.9522676430277616,0.9679721929233516,0.44130151455278593,[[0.0703244]],[[0.05068822]],[[0.05437577]],0.05846279251987854,0.1488716838003482,0.1250762126217413,0.12018725363105365,0.1313783833510477
train,3680,11.251748356154406,1.8763898311409808,0.18805722844849304,0.008651648017664304,0.23354943096637726,2.148656129837036,1.0,0.017193421721458435,0.98472374679839,0.015642151481888036,0.9591190266202397,0.9589762522998624,0.9993374850934146,0.015459202229976654,0.1711014062166214,0.018111607059836388
test,3680,11.144838524667179,1.8545482657128853,0.19332624358321449,0.008894051166543217,0.2675761878490448,2.461702585220337,1.0,0.0165217574685812,0.9968904335101518,0.00310956648984818,0.9641319942611191,0.9640499434671076,0.9999081253904671,0.0031095664016902447,0.15587635338306427,0.014785295352339745,0.8836768269538879,0.7693591117858887,0.3279564380645752,0.6603307922681173,0.9745212326756296,0.9543279743611934,0.9339577829996626,0.9542689966788286,0.9612913929284236,0.9508296208213806,0.9659165863700863,0.4278554963623168,[[0.06832775]],[[0.04856659]],[[0.05189589]],0.056263408914148806,0.1391254146935168,0.13264233348824472,0.12987047242646677,0.13387940686940944
train,3700,11.31016530233384,1.8968725640652513,0.18772781300884964,0.008683420388654219,0.24539180099964142,2.2698757648468018,1.0,0.015408143401145935,0.9862330772045371,0.013995609220636663,0.9586261829701133,0.9584483900200466,0.9994471427331253,0.013812660239636898,0.1704230159521103,0.01835535652935505
test,3700,11.209866156891188,1.888076405431881,0.1922845053720762,0.008894191902674901,0.273268461227417,2.5277347564697266,1.0,0.016025960445404053,0.9970733491860252,0.0029266508139747576,0.9642409872940604,0.9641472043572878,0.9999265003123736,0.0029266509227454662,0.13370878994464874,0.014166022650897503,0.884231686592102,0.7742007970809937,0.3216804265975952,0.660037636756897,0.9746393755268904,0.9535833622319563,0.932966843193735,0.9537298603175272,0.9621218033675675,0.9515112841228414,0.9672016676261419,0.43863558046395124,[[0.06916098]],[[0.04826072]],[[0.05434703]],0.05725624210501675,0.13232017527234363,0.13401560750041097,0.12342387903442789,0.1299198872690608
train,3720,11.321464592661126,1.8722208848681765,0.18750137345851056,0.008719816998168746,0.23872099816799164,2.2201061248779297,1.0,0.015567130409181118,0.9865075009147457,0.013675448225393341,0.958928189947203,0.9587413078169386,0.9994654190064104,0.013583973981440067,0.1677490919828415,0.017968064174056053
test,3720,11.17954344912554,1.8208545931126532,0.19225945271236797,0.008941093139197123,0.268478125333786,2.496847629547119,1.0,0.016154346987605095,0.9970733491860252,0.0029266508139747576,0.9654916647414307,0.9653508078732691,0.9999632501561868,0.0029266509227454662,0.12843185663223267,0.01472385786473751,0.8799855709075928,0.7773151397705078,0.3236761689186096,0.6603256265322367,0.9746354617728532,0.9545435219508802,0.9322081597776749,0.9537957145004694,0.9618937142678545,0.9508415495793254,0.9668742119623638,0.4132864217596162,[[0.06819929]],[[0.04791056]],[[0.05312961]],0.05641315418714652,0.15444857617944274,0.13933280037684515,0.12772008021317674,0.14050048558982153
train,3740,11.320098357020914,1.868380200762562,0.18705185681875922,0.008745670357414555,0.2419123649597168,2.2618820667266846,1.0,0.01634574867784977,0.9860501280643981,0.014224295645810466,0.9590047364437608,0.9588328446284673,0.9994288664598402,0.014041346497833729,0.1691797524690628,0.01867941953241825
test,3740,11.18316954268558,1.810130201485904,0.19235604333118742,0.00899366932166375,0.2675492465496063,2.501586675643921,1.0,0.015714270994067192,0.9970733491860252,0.0029266508139747576,0.9649097209556812,0.9648158729772774,0.9999265003123736,0.0029266509227454662,0.14565283060073853,0.014326794072985649,0.8788150548934937,0.7757946252822876,0.31439095735549927,0.6563335458437601,0.9751313146204585,0.9551318447986276,0.9340378673995079,0.9547670089395313,0.9615125944587637,0.9505369698675009,0.9667985866500194,0.4496260131853907,[[0.06612651]],[[0.04684624]],[[0.05197958]],0.05498410789546266,0.1434740046832591,0.13712978138910037,0.11880054009953239,0.13313477539063062
train,3760,11.352854868975744,1.8650398240436619,0.1864971268364592,0.008766353396085816,0.2371814101934433,2.229506492614746,1.0,0.015812547877430916,0.9851811196487377,0.015139041346505672,0.9588094191752728,0.958637566097206,0.9993831757766274,0.014956092461943626,0.17154061794281006,0.01850862428545952
test,3760,11.160950119063212,1.7945844344297317,0.18988316914314365,0.008925515330524212,0.2597879469394684,2.4420082569122314,1.0,0.016301864758133888,0.9967075178342784,0.0032924821657216025,0.9668251054570209,0.9669191397274264,0.9997611260152144,0.0032924821134656668,0.13665921986103058,0.01466598454862833,0.8688464164733887,0.7566835284233093,0.31707262992858887,0.647534191608429,0.9745861015672089,0.9532416772439212,0.932956295308514,0.9535946913732146,0.9627736148062555,0.9522429272493088,0.968233149129474,0.42952622595283063,[[0.06742341]],[[0.04797317]],[[0.05457168]],0.056656087127819145,0.12801257625802986,0.13026523254068145,0.1260709339779083,0.12811624759220655
train,3780,11.385586171197316,1.8743283787883336,0.1864446894048641,0.008810495070116442,0.23173128068447113,2.18986177444458,1.0,0.01563175395131111,0.9859129162092938,0.014361507500914746,0.9591830507129845,0.9591135575171555,0.9993329160250933,0.014178558252751827,0.16722196340560913,0.018168484792113304
test,3780,11.127155183241227,1.7323875224893395,0.19077743828918112,0.009015240310150784,0.2591051757335663,2.448545217514038,1.0,0.016308115795254707,0.9970733491860252,0.0029266508139747576,0.968110585632135,0.968110585632135,0.9998530006247474,0.0029266509227454662,0.12532411515712738,0.01381718646734953,0.87431800365448,0.7567407488822937,0.32451218366622925,0.6518569787343343,0.9750727278554127,0.9550737070547931,0.9333494834979317,0.9544986394693792,0.9629926468684108,0.9521047530261032,0.9678873086832155,0.4226518585774892,[[0.06937268]],[[0.04712543]],[[0.05430918]],0.05693576081492766,0.13758879612092367,0.12494121724617202,0.13611403516176715,0.13288134950962094
train,3800,11.39662508680146,1.861747406709338,0.18567668951085492,0.008820617554385542,0.23448438942432404,2.2276031970977783,1.0,0.01564173772931099,0.985867178924259,0.014315770215879986,0.9597026221983496,0.9595010633526273,0.9994471427331253,0.014178558252751827,0.16764965653419495,0.01801971346139908
test,3800,11.21249965882637,1.7844033974800508,0.19029692738283394,0.009040103109553372,0.27701884508132935,2.6316802501678467,1.0,0.016185419633984566,0.9941466983720505,0.005853301627949515,0.9662649430249669,0.965983003659441,0.9999265003123736,0.0058533018454909325,0.14830437302589417,0.014216220937669277,0.8697112202644348,0.7675447463989258,0.3187912702560425,0.652015745639801,0.9744621066238615,0.9558556593953679,0.9337758255517353,0.9546978638569882,0.9625150931900588,0.9525427579023069,0.9673913568187005,0.4187710457580823,[[0.06717698]],[[0.04827457]],[[0.05216908]],0.05587354232675751,0.13537894992032962,0.14037806989523838,0.12311451703739992,0.13295717895098932
train,3820,11.436951874552566,1.863397737147823,0.18578944535993458,0.008872416765788881,0.23627245426177979,2.2564029693603516,1.0,0.015442130155861378,0.9864617636297109,0.013675448225393341,0.959456737372196,0.9592111967827862,0.9995019715529806,0.0136754484847188,0.1662871390581131,0.018159950152039528
test,3820,11.201248676745923,1.7561665603528844,0.18926174121254516,0.009038237035496869,0.24778221547603607,2.366321325302124,1.0,0.015975946560502052,0.9959758551307847,0.004024144869215292,0.9673739891773576,0.9671622919528771,0.9999632501561868,0.0040241447277367115,0.13146333396434784,0.013398667797446251,0.8772478699684143,0.7769201993942261,0.31700265407562256,0.6570569078127543,0.9749035128155549,0.9543832392412888,0.9337811516965802,0.9543559679178081,0.9637718335218768,0.9527904752053097,0.9677370623903305,0.43183523695312676,[[0.06904221]],[[0.0479869]],[[0.05246816]],0.056499089440643635,0.1451772976893666,0.14055734549241383,0.11826722843648571,0.13466729053942206
train,3840,11.47491675264182,1.8728217673833842,0.1855537032104001,0.008907542633355898,0.23600874841213226,2.2656850814819336,1.0,0.016396665945649147,0.9876051957555799,0.012760702524698134,0.9594205286897503,0.9592600164156015,0.999474557143053,0.012806439772248268,0.1662399023771286,0.017993690446019173
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